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schema_parse.go
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schema_parse.go
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package avro
import (
"errors"
"fmt"
"math"
"os"
"path/filepath"
"strings"
jsoniter "github.com/json-iterator/go"
"github.com/mitchellh/mapstructure"
)
// DefaultSchemaCache is the default cache for schemas.
var DefaultSchemaCache = &SchemaCache{}
// SkipNameValidation sets whether to skip name validation.
// Avro spec incurs a strict naming convention for names and aliases, however official Avro tools do not follow that
// More info:
// https://lists.apache.org/thread/39v98os6wdpyr6w31xdkz0yzol51fsrr
// https://github.com/apache/avro/pull/1995
var SkipNameValidation = false
// Parse parses a schema string.
func Parse(schema string) (Schema, error) {
return ParseBytes([]byte(schema))
}
// ParseWithCache parses a schema string using the given namespace and schema cache.
func ParseWithCache(schema, namespace string, cache *SchemaCache) (Schema, error) {
return ParseBytesWithCache([]byte(schema), namespace, cache)
}
// MustParse parses a schema string, panicking if there is an error.
func MustParse(schema string) Schema {
parsed, err := Parse(schema)
if err != nil {
panic(err)
}
return parsed
}
// ParseFiles parses the schemas in the files, in the order they appear, returning the last schema.
//
// This is useful when your schemas rely on other schemas.
func ParseFiles(paths ...string) (Schema, error) {
var schema Schema
for _, path := range paths {
s, err := os.ReadFile(filepath.Clean(path))
if err != nil {
return nil, err
}
schema, err = Parse(string(s))
if err != nil {
return nil, err
}
}
return schema, nil
}
// ParseBytes parses a schema byte slice.
func ParseBytes(schema []byte) (Schema, error) {
return ParseBytesWithCache(schema, "", DefaultSchemaCache)
}
// ParseBytesWithCache parses a schema byte slice using the given namespace and schema cache.
func ParseBytesWithCache(schema []byte, namespace string, cache *SchemaCache) (Schema, error) {
var json any
if err := jsoniter.Unmarshal(schema, &json); err != nil {
json = string(schema)
}
seen := seenCache{}
s, err := parseType(namespace, json, seen, cache)
if err != nil {
return nil, err
}
return derefSchema(s), nil
}
func parseType(namespace string, v any, seen seenCache, cache *SchemaCache) (Schema, error) {
switch val := v.(type) {
case nil:
return &NullSchema{}, nil
case string:
return parsePrimitiveType(namespace, val, cache)
case map[string]any:
return parseComplexType(namespace, val, seen, cache)
case []any:
return parseUnion(namespace, val, seen, cache)
}
return nil, fmt.Errorf("avro: unknown type: %v", v)
}
func parsePrimitiveType(namespace, s string, cache *SchemaCache) (Schema, error) {
typ := Type(s)
switch typ {
case Null:
return &NullSchema{}, nil
case String, Bytes, Int, Long, Float, Double, Boolean:
return parsePrimitive(typ, nil)
default:
schema := cache.Get(fullName(namespace, s))
if schema != nil {
return schema, nil
}
return nil, fmt.Errorf("avro: unknown type: %s", s)
}
}
func parseComplexType(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
if val, ok := m["type"].([]any); ok {
// Note: According to the spec, this is not allowed:
// https://avro.apache.org/docs/1.12.0/specification/#schema-declaration
// The "type" property in an object must be a string. A union type will be a slice,
// but NOT an object with a "type" property that is a slice.
// Might be advisable to remove this call (tradeoff between better conformance
// with the spec vs. possible backwards-compatibility issue).
return parseUnion(namespace, val, seen, cache)
}
str, ok := m["type"].(string)
if !ok {
return nil, fmt.Errorf("avro: unknown type: %+v", m)
}
typ := Type(str)
switch typ {
case String, Bytes, Int, Long, Float, Double, Boolean, Null:
return parsePrimitive(typ, m)
case Record, Error:
return parseRecord(typ, namespace, m, seen, cache)
case Enum:
return parseEnum(namespace, m, seen, cache)
case Array:
return parseArray(namespace, m, seen, cache)
case Map:
return parseMap(namespace, m, seen, cache)
case Fixed:
return parseFixed(namespace, m, seen, cache)
default:
return parseType(namespace, string(typ), seen, cache)
}
}
type primitiveSchema struct {
Type string `mapstructure:"type"`
Props map[string]any `mapstructure:",remain"`
}
func parsePrimitive(typ Type, m map[string]any) (Schema, error) {
if len(m) == 0 {
if typ == Null {
return &NullSchema{}, nil
}
return NewPrimitiveSchema(typ, nil), nil
}
var (
p primitiveSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &p, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding primitive: %w", err)
}
var logical LogicalSchema
if logicalType := logicalTypeProperty(p.Props); logicalType != "" {
logical = parsePrimitiveLogicalType(typ, logicalType, p.Props)
if logical != nil {
delete(p.Props, "logicalType")
}
}
if typ == Null {
return NewNullSchema(WithProps(p.Props)), nil
}
return NewPrimitiveSchema(typ, logical, WithProps(p.Props)), nil
}
func parsePrimitiveLogicalType(typ Type, lt string, props map[string]any) LogicalSchema {
ltyp := LogicalType(lt)
if (typ == String && ltyp == UUID) ||
(typ == Int && ltyp == Date) ||
(typ == Int && ltyp == TimeMillis) ||
(typ == Long && ltyp == TimeMicros) ||
(typ == Long && ltyp == TimestampMillis) ||
(typ == Long && ltyp == TimestampMicros) ||
(typ == Long && ltyp == LocalTimestampMillis) ||
(typ == Long && ltyp == LocalTimestampMicros) {
return NewPrimitiveLogicalSchema(ltyp)
}
if typ == Bytes && ltyp == Decimal {
return parseDecimalLogicalType(-1, props)
}
return nil // otherwise, not a recognized logical type
}
type recordSchema struct {
Type string `mapstructure:"type"`
Name string `mapstructure:"name"`
Namespace string `mapstructure:"namespace"`
Aliases []string `mapstructure:"aliases"`
Doc string `mapstructure:"doc"`
Fields []map[string]any `mapstructure:"fields"`
Props map[string]any `mapstructure:",remain"`
}
func parseRecord(typ Type, namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
var (
r recordSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &r, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding record: %w", err)
}
if err := checkParsedName(r.Name); err != nil {
return nil, err
}
if r.Namespace == "" {
r.Namespace = namespace
}
if !hasKey(meta.Keys, "fields") {
return nil, errors.New("avro: record must have an array of fields")
}
fields := make([]*Field, len(r.Fields))
var (
rec *RecordSchema
err error
)
switch typ {
case Record:
rec, err = NewRecordSchema(r.Name, r.Namespace, fields,
WithAliases(r.Aliases), WithDoc(r.Doc), WithProps(r.Props),
)
case Error:
rec, err = NewErrorRecordSchema(r.Name, r.Namespace, fields,
WithAliases(r.Aliases), WithDoc(r.Doc), WithProps(r.Props),
)
}
if err != nil {
return nil, err
}
if err = seen.Add(rec.FullName()); err != nil {
return nil, err
}
ref := NewRefSchema(rec)
cache.Add(rec.FullName(), ref)
for _, alias := range rec.Aliases() {
cache.Add(alias, ref)
}
for i, f := range r.Fields {
field, err := parseField(rec.namespace, f, seen, cache)
if err != nil {
return nil, err
}
fields[i] = field
}
return rec, nil
}
type fieldSchema struct {
Name string `mapstructure:"name"`
Aliases []string `mapstructure:"aliases"`
Type any `mapstructure:"type"`
Doc string `mapstructure:"doc"`
Default any `mapstructure:"default"`
Order Order `mapstructure:"order"`
Props map[string]any `mapstructure:",remain"`
}
func parseField(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (*Field, error) {
var (
f fieldSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &f, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding field: %w", err)
}
if err := checkParsedName(f.Name); err != nil {
return nil, err
}
if !hasKey(meta.Keys, "type") {
return nil, errors.New("avro: field requires a type")
}
typ, err := parseType(namespace, f.Type, seen, cache)
if err != nil {
return nil, err
}
if !hasKey(meta.Keys, "default") {
f.Default = NoDefault
}
field, err := NewField(f.Name, typ,
WithDefault(f.Default), WithAliases(f.Aliases), WithDoc(f.Doc), WithOrder(f.Order), WithProps(f.Props),
)
if err != nil {
return nil, err
}
return field, nil
}
type enumSchema struct {
Name string `mapstructure:"name"`
Namespace string `mapstructure:"namespace"`
Aliases []string `mapstructure:"aliases"`
Type string `mapstructure:"type"`
Doc string `mapstructure:"doc"`
Symbols []string `mapstructure:"symbols"`
Default string `mapstructure:"default"`
Props map[string]any `mapstructure:",remain"`
}
func parseEnum(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
var (
e enumSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &e, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding enum: %w", err)
}
if err := checkParsedName(e.Name); err != nil {
return nil, err
}
if e.Namespace == "" {
e.Namespace = namespace
}
enum, err := NewEnumSchema(e.Name, e.Namespace, e.Symbols,
WithDefault(e.Default), WithAliases(e.Aliases), WithDoc(e.Doc), WithProps(e.Props),
)
if err != nil {
return nil, err
}
if err = seen.Add(enum.FullName()); err != nil {
return nil, err
}
ref := NewRefSchema(enum)
cache.Add(enum.FullName(), ref)
for _, alias := range enum.Aliases() {
cache.Add(alias, enum)
}
return enum, nil
}
type arraySchema struct {
Type string `mapstructure:"type"`
Items any `mapstructure:"items"`
Props map[string]any `mapstructure:",remain"`
}
func parseArray(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
var (
a arraySchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &a, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding array: %w", err)
}
if !hasKey(meta.Keys, "items") {
return nil, errors.New("avro: array must have an items key")
}
schema, err := parseType(namespace, a.Items, seen, cache)
if err != nil {
return nil, err
}
return NewArraySchema(schema, WithProps(a.Props)), nil
}
type mapSchema struct {
Type string `mapstructure:"type"`
Values any `mapstructure:"values"`
Props map[string]any `mapstructure:",remain"`
}
func parseMap(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
var (
ms mapSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &ms, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding map: %w", err)
}
if !hasKey(meta.Keys, "values") {
return nil, errors.New("avro: map must have an values key")
}
schema, err := parseType(namespace, ms.Values, seen, cache)
if err != nil {
return nil, err
}
return NewMapSchema(schema, WithProps(ms.Props)), nil
}
func parseUnion(namespace string, v []any, seen seenCache, cache *SchemaCache) (Schema, error) {
var err error
types := make([]Schema, len(v))
for i := range v {
types[i], err = parseType(namespace, v[i], seen, cache)
if err != nil {
return nil, err
}
}
return NewUnionSchema(types)
}
type fixedSchema struct {
Name string `mapstructure:"name"`
Namespace string `mapstructure:"namespace"`
Aliases []string `mapstructure:"aliases"`
Type string `mapstructure:"type"`
Size int `mapstructure:"size"`
Props map[string]any `mapstructure:",remain"`
}
func parseFixed(namespace string, m map[string]any, seen seenCache, cache *SchemaCache) (Schema, error) {
var (
f fixedSchema
meta mapstructure.Metadata
)
if err := decodeMap(m, &f, &meta); err != nil {
return nil, fmt.Errorf("avro: error decoding fixed: %w", err)
}
if err := checkParsedName(f.Name); err != nil {
return nil, err
}
if f.Namespace == "" {
f.Namespace = namespace
}
if !hasKey(meta.Keys, "size") {
return nil, errors.New("avro: fixed must have a size")
}
var logical LogicalSchema
if logicalType := logicalTypeProperty(f.Props); logicalType != "" {
logical = parseFixedLogicalType(f.Size, logicalType, f.Props)
if logical != nil {
delete(f.Props, "logicalType")
}
}
fixed, err := NewFixedSchema(f.Name, f.Namespace, f.Size, logical, WithAliases(f.Aliases), WithProps(f.Props))
if err != nil {
return nil, err
}
if err = seen.Add(fixed.FullName()); err != nil {
return nil, err
}
ref := NewRefSchema(fixed)
cache.Add(fixed.FullName(), ref)
for _, alias := range fixed.Aliases() {
cache.Add(alias, fixed)
}
return fixed, nil
}
func parseFixedLogicalType(size int, lt string, props map[string]any) LogicalSchema {
ltyp := LogicalType(lt)
switch {
case ltyp == Duration && size == 12:
return NewPrimitiveLogicalSchema(Duration)
case ltyp == Decimal:
return parseDecimalLogicalType(size, props)
}
return nil
}
type decimalSchema struct {
Precision int `mapstructure:"precision"`
Scale int `mapstructure:"scale"`
}
func parseDecimalLogicalType(size int, props map[string]any) LogicalSchema {
var (
d decimalSchema
meta mapstructure.Metadata
)
if err := decodeMap(props, &d, &meta); err != nil {
return nil
}
decType := newDecimalLogicalType(size, d.Precision, d.Scale)
if decType != nil {
// Remove the properties that we consumed
delete(props, "precision")
delete(props, "scale")
}
return decType
}
func newDecimalLogicalType(size, prec, scale int) LogicalSchema {
if prec <= 0 {
return nil
}
if size > 0 {
maxPrecision := int(math.Round(math.Floor(math.Log10(2) * (8*float64(size) - 1))))
if prec > maxPrecision {
return nil
}
}
if scale < 0 {
return nil
}
// Scale may not be bigger than precision
if scale > prec {
return nil
}
return NewDecimalLogicalSchema(prec, scale)
}
func fullName(namespace, name string) string {
if len(namespace) == 0 || strings.ContainsRune(name, '.') {
return name
}
return namespace + "." + name
}
func checkParsedName(name string) error {
if name == "" {
return errors.New("avro: non-empty name key required")
}
return nil
}
func hasKey(keys []string, k string) bool {
for _, key := range keys {
if key == k {
return true
}
}
return false
}
func decodeMap(in, v any, meta *mapstructure.Metadata) error {
cfg := &mapstructure.DecoderConfig{
ZeroFields: true,
Metadata: meta,
Result: v,
}
decoder, _ := mapstructure.NewDecoder(cfg)
return decoder.Decode(in)
}
func derefSchema(schema Schema) Schema {
seen := map[string]struct{}{}
return walkSchema(schema, func(schema Schema) Schema {
if ns, ok := schema.(NamedSchema); ok {
if _, hasSeen := seen[ns.FullName()]; hasSeen {
// This NamedSchema has been seen in this run, it needs
// to be turned into a reference. It is possible it was
// dereferenced in a previous run.
return NewRefSchema(ns)
}
seen[ns.FullName()] = struct{}{}
return schema
}
ref, isRef := schema.(*RefSchema)
if !isRef {
return schema
}
if _, haveSeen := seen[ref.Schema().FullName()]; !haveSeen {
seen[ref.Schema().FullName()] = struct{}{}
return ref.Schema()
}
return schema
})
}
type seenCache map[string]struct{}
func (c seenCache) Add(name string) error {
if _, ok := c[name]; ok {
return fmt.Errorf("duplicate name %q", name)
}
c[name] = struct{}{}
return nil
}
func logicalTypeProperty(props map[string]any) string {
if lt, ok := props["logicalType"].(string); ok {
return lt
}
return ""
}